privacy-standards

Privacy planning reference for data-flow reasoning, standards mapping, and DPIA thresholds

Privacy Standards Skill

This skill is the reusable privacy reference package for the Privacy Planner and Privacy Reviewer. It consolidates the privacy standards backbone, the core data-flow and classification heuristics, and the DPIA threshold logic needed to keep privacy reviews focused on workflow, evidence, and implementation readiness.

[!NOTE] This skill is a planning aid, not legal advice. Its standards summaries support privacy reasoning and review preparation; they do not substitute for qualified legal counsel or a formal regulatory interpretation.

Attribution and licensing posture

NIST Privacy Framework and NISTIR 8062 are U.S. Government documents and are referenced here with attribution as public-domain reference material. Public-domain material carries no license obligation, so it adds no term to the package license expression.
GDPR and CCPA/CPRA content is paraphrased and attributed rather than quoted verbatim, consistent with the repository's open legal-text posture. The paraphrase is this repository's own expression.
OWASP privacy-risk material is adapted from the OWASP Top 10 Privacy Risks project, which is licensed CC BY-SA 3.0. ShareAlike propagates to that derivative, so it is the one file carrying a copyleft term.

The frontmatter expression is the conjunction of every license present in the package. The table states which license governs each file.

Path	License	Origin
`references/owasp-top-10-privacy-risks.md`	CC-BY-SA-3.0	Adapted from OWASP Top 10 Privacy Risks v2.0 (CC BY-SA 3.0)
`references/nist-privacy-framework.md`	CC-BY-4.0	Adapted from NIST Privacy Framework v1.0 (public domain)
`references/nistir-8062.md`	CC-BY-4.0	Adapted from NISTIR 8062 (public domain)
`references/gdpr.md`	CC-BY-4.0	Paraphrase of GDPR, not reproduced
`references/ccpa-cpra.md`	CC-BY-4.0	Paraphrase of CCPA/CPRA, not reproduced
`references/dpia-thresholds.md`	CC-BY-4.0	Repository-original planning synthesis
`references/data-governance-controls.md`	CC-BY-4.0	Repository-original planning synthesis
`SKILL.md` and remaining package content	CC-BY-4.0	Repository-original

Framework index

Privacy planning heuristics

Start with a data inventory and map the personal data lifecycle: collection, transfer, storage, use, sharing, retention, and deletion.
Separate the data categories from the processing purpose so the planner or reviewer can assess necessity, proportionality, and appropriate control selection.
Identify whether the workflow involves sensitive data, automated decision-making, profiling, or cross-organization sharing, because these conditions often trigger a deeper review.
Track the evidence trail for each privacy decision so the handoff can include the standards references, the supporting rationale, and the review context.

Citation-field vocabulary

Use these fields when capturing a finding, control, or risk so the reviewer can assert a stable source-control reference:

gdpr_article
ccpa_section
nist_pf_category
nistir8062_objective
owasp_privacy_id

Phase-to-framework mapping

Privacy phase	Primary standards package	Notes
Phase 1 Capture	NIST Privacy Framework + GDPR	Context, scope, and legal basis framing
Phase 2 Data Mapping	NIST Privacy Framework + NISTIR 8062	Data inventory, purpose, and minimization reasoning
Phase 3 Risk and DPIA	GDPR + CCPA/CPRA + NISTIR 8062	DPIA triggers, risk analysis, and proportionality
Phase 4 Controls	NIST Privacy Framework + OWASP Privacy Risks	Controls for collection, use, sharing, and retention
Phase 5 Impact	GDPR + CCPA/CPRA + OWASP Privacy Risks	Potential harm, mitigation, and monitoring
Phase 6 Handoff	All sources	Evidence handoff, review notes, and action tracking

Open-standards catalog

Use the links below as the reference catalog for open privacy standards and governance resources. Treat the material as planning and review guidance rather than a substitute for legal advice or formal regulatory interpretation.

NIST Privacy Framework: https://www.nist.gov/privacy-framework
NISTIR 8062: https://doi.org/10.6028/NIST.IR.8062
GDPR: https://gdpr-info.eu
CCPA/CPRA: https://oag.ca.gov/privacy/ccpa
OWASP Top 10 Privacy Risks: https://owasp.org/www-project-top-10-privacy-risks/